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Unstructured Data Examples, Applications & Use Cases | IBM

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AnalyticsArtificial IntelligenceTom KrantzAlexandra JonkerAlice GomstynUnstructured databig datadatarelational databasesschemasdark dataartificial intelligencemachine learningnatural language processingdatasetsdata managementIBM Privacy Statementrelational databasestructured query languagemetadatasemanticapplication programming interfacesNoSQL databasesMongoDBdata lakesUnstructured dataInternet of Thingsbusiness intelligencedata analysisintegrationautomationDiscover the differences between structured and unstructured dataWatch all episodes of Mixture of Expertsdata analytics toolsmodel traininggovernanceaccuracyGenerative AIlarge language modelsRAGreliabilitycustomer relationship managementOptical character recognitionpredictive maintenanceutilization of their resourcesdata processingworkflowsdata modelscustomer experiencessentimentchurnAI modelsclassificationVirtual agentschatbotsoperational efficiencydetect and respond to threatsdata securitypersonally identifiable informationdata governanceprotectionanomaliesdecision-makingvegetationweathersustainabilityclouddata warehousesstewardshipdata lakescloud storageIBM Cloud Object Storageopen sourcedata storagemanage quality controlintegritydata pipelinesAI agentsarchitectureEbook Unleash the power of AI for seamless data integration Discover how a unified, AI-powered data integration approach can help you move faster, reduce complexity, and unlock the full potential of your data. Read the ebookWebinar | On demand AI agents run on data—is yours ready? Your data is your competitive edge. Learn how to unlock it securely and drive measurable ROI from AI in this short webinar. Watch nowGuide Is your data ready for gen AI? Explore our IBM Data Matters hub to learn how you can tackle data and AI challenges like integration. See why Data MattersCase study Streamlining and evolving fraud investigations with AI Discover how Cogniware leverages AI solutions from IBM to drive efficiency in the financial crime space. Read the case studyInsights Unleash the power of AI for seamless data integration Understand why organizations need to adopt a unified approach that lets them manage the full spectrum of integration capabilities from a single pane of glass, eliminating the need to rely on numerous tools. Read the insightsReport Unlock the value of real-time streaming data for AI Explore how to modernize your data stack, eliminate costly delays, and build a future-ready foundation for both AI and everyday operations. Read the reportReport How the C-suite is turning information into impact Explore insights from 1,700 CDOs in this cross-industry report for data leaders. Read the reportReport IBM named a leader in Worldwide Data Integration Software Platforms 2025 Vendor Assessment Read the IDC MarketScape: Worldwide Data Integration Software Platforms 2025 Vendor Assessment to learn why IBM was named a leader. Read the reportWebinar | On demand Bridging the data engineering skills gap Watch the webinar to get an exclusive look at three IBM watsonx.data integration authoring styles and the innovation driving our roadmap. Watch nowExplore watsonx.data integrationExplore data integration solutionsExplore data and AI consulting servicesExplore IBM watsonx.data integrationExplore data integration solutionsUntapped value: What every executive needs to know about unstructured data

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